Evidence map›Paper›PMID 40666051›Full record

ArticleSmall science2025

Sustainable 4D Printable Biobased Shape Memory Polymers with Linear Tunability and Multistimuli Actuation for Advanced Applications.

Maksims Jurinovs, Madara Veseta, Alisa Sabalina, Pedro E S Silva, Artis Linarts, Hossein Baniasadi, Jaana Vapaavuori, Sergejs Gaidukovs

Abstract read
In one paragraph

Article in Small science, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

2 citing papers in PubMed.

  1. Review
  2. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

8 authors.

Maksims JurinovsInstitute of Chemistry and Chemical Technology Faculty of Natural Sciences and Technology Riga Technical University P. Valdena Str. 3 Riga LV-1048 Latvia.ORCID https://orcid.org/0000-0003-4900-2798
Madara VesetaInstitute of Chemistry and Chemical Technology Faculty of Natural Sciences and Technology Riga Technical University P. Valdena Str. 3 Riga LV-1048 Latvia.
Alisa SabalinaInstitute of Chemistry and Chemical Technology Faculty of Natural Sciences and Technology Riga Technical University P. Valdena Str. 3 Riga LV-1048 Latvia.
Pedro E S SilvaDepartment of Chemistry and Materials Science School of Chemical Engineering Aalto University Kemistintie 1 02150 Espoo Finland.
Artis LinartsInstitute of Physics and Materials Science Faculty of Natural Sciences and Technology Riga Technical University Paula Valdena 3/7 Riga LV-1048 Latvia.
Hossein BaniasadiPolymer Synthesis Technology School of Chemical Engineering Aalto University Kemistintie 1 02150 Espoo Finland.
Jaana VapaavuoriDepartment of Chemistry and Materials Science School of Chemical Engineering Aalto University Kemistintie 1 02150 Espoo Finland.
Sergejs GaidukovsInstitute of Chemistry and Chemical Technology Faculty of Natural Sciences and Technology Riga Technical University P. Valdena Str. 3 Riga LV-1048 Latvia.ORCID https://orcid.org/0000-0001-8638-5009

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Sustainable materials that effectively combine sophisticated functionality with eco-friendly materials are critical for next-generation technologies. Herein, a novel, fully bioderived, 4D printable shape memory polymer with linear tunability and remotely controlled actuation capabilities is presented. Using a linearly tunable matrix based on plant-derived acrylates with biosourced carbon content ranging from 75% to 87%, such as acrylated rapeseed oil, isobornyl acrylate, and isobornyl methacrylate, precise linear control over glass transition temperatures and mechanical properties is achieved. Furthermore, incorporating up to 0.2 wt% carbon nanotubes enhances electrical and thermal conductivity, enabling Joule heating and light-driven activation of 4D-printed actuators. These materials demonstrate remarkable shape fixity and recovery ratios above 90%, validated through thermomechanical analysis. Complex geometries, including auxetic and spiral structures, are successfully fabricated using vat photopolymerization 4D printing, highlighting exceptional resolution and defect-free printing. Dual-stage actuation and modular recovery capabilities are demonstrated for multifunctional applications. The materials reported here outperform conventional petroleum-based acrylates, requiring significantly lower activation voltages while maintaining rapid and efficient recovery. Developed biobased systems open pathways for sustainable applications in soft robotics, aerospace, adaptive medical devices, and smart textiles, paving the way for greener technologies.

Indexed as

3D printingactuatorsadditive manufacturingplant‐based acrylatessustainability

Identifiers

PMID40666051
PMCPMC12257905

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.